Approved ADR-019: Memory v5 architecture. Token reduction validates deterministic loading approach.
Context: memory-v5-architecture.md, benchmarks show 97% reduction
Evaluating rate limiting strategies... Circuit breaker pattern provides better resilience than token bucket for multi-tenant scenarios.
Analyzing: api/middleware/rateLimit.ts, considering tenant isolation
Pattern detected: 8 similar API endpoint implementations could be abstracted into base controller. DRY violation risk: HIGH.
Scanning: dashboard/app/api/*, similarity score: 87%
Implementing Docker memory limits at 2GB per agent container. CPU shares weighted by agent priority.
Updating: docker-compose.yml, CONTAINER_ISOLATION_STRATEGY.md
Empty state design for new users critical... First impression determines engagement. Recommending welcoming hero + single CTA pattern.
Reviewing: mockup-003-empty-states.html, UX best practices
Database query performance bottleneck identified: conversations table missing index on (project_id, created_at). Adding composite index...
Query time: 847ms → estimated 12ms with index
Recharts library selected for monitoring dashboard. D3.js too complex for our use case, Chart.js lacks TypeScript support we need.
Requirements: TypeScript, responsive, line/bar/pie charts